| Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence | Oct 14, 2021 | SegmentationSentence | —Unverified | 0 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Oct 14, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Decision Attentive Regularization to Improve Simultaneous Speech Translation Systems | Oct 13, 2021 | SentenceSimultaneous Speech-to-Text Translation | —Unverified | 0 |
| Diverse Audio Captioning via Adversarial Training | Oct 13, 2021 | Audio captioningDiversity | —Unverified | 0 |
| Leveraging Automated Unit Tests for Unsupervised Code Translation | Oct 13, 2021 | Code TranslationMachine Translation | —Unverified | 0 |
| CLIP4Caption: CLIP for Video Caption | Oct 13, 2021 | DecoderSentence | —Unverified | 0 |
| End-to-end translation of human neural activity to speech with a dual-dual generative adversarial network | Oct 13, 2021 | Brain Computer InterfaceDecoder | —Unverified | 0 |
| Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings | Oct 13, 2021 | SentenceSentence Ordering | CodeCode Available | 1 |
| Dict-BERT: Enhancing Language Model Pre-training with Dictionary | Oct 13, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| TAG: Toward Accurate Social Media Content Tagging with a Concept Graph | Oct 13, 2021 | Dependency ParsingGraph Matching | —Unverified | 0 |
| Time Masking for Temporal Language Models | Oct 12, 2021 | Change DetectionLanguage Modeling | CodeCode Available | 1 |
| Relation-aware Video Reading Comprehension for Temporal Language Grounding | Oct 12, 2021 | Reading ComprehensionRelation | CodeCode Available | 1 |
| Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos | Oct 12, 2021 | Semantic correspondenceSemantic Similarity | CodeCode Available | 1 |
| CLIP4Caption ++: Multi-CLIP for Video Caption | Oct 11, 2021 | DecoderSentence | —Unverified | 0 |
| Document-Level Text Simplification: Dataset, Criteria and Baseline | Oct 11, 2021 | SentenceText Simplification | CodeCode Available | 1 |
| Semi-Autoregressive Image Captioning | Oct 11, 2021 | DecoderImage Captioning | CodeCode Available | 0 |
| Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks | Oct 10, 2021 | Representation LearningSentence | —Unverified | 0 |
| PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction | Oct 10, 2021 | Aspect Sentiment Triplet ExtractionDecoder | CodeCode Available | 1 |
| Can Audio Captions Be Evaluated with Image Caption Metrics? | Oct 10, 2021 | AudioCapsAudio captioning | CodeCode Available | 1 |
| DCT: Dynamic Compressive Transformer for Modeling Unbounded Sequence | Oct 10, 2021 | Sentence | —Unverified | 0 |
| What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study | Oct 10, 2021 | Question AnsweringSemantic Similarity | CodeCode Available | 1 |
| Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations | Oct 9, 2021 | Document SummarizationMulti-Document Summarization | CodeCode Available | 0 |
| The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design | Oct 9, 2021 | ChunkingIn-Context Learning | —Unverified | 0 |
| Using multiple reference audios and style embedding constraints for speech synthesis | Oct 9, 2021 | SentenceSentence Similarity | —Unverified | 0 |
| The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results | Oct 8, 2021 | SentenceTranslation | CodeCode Available | 1 |
| Local and Global Context-Based Pairwise Models for Sentence Ordering | Oct 8, 2021 | SentenceSentence Ordering | CodeCode Available | 0 |
| Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models | Oct 7, 2021 | Language IdentificationSelf-Supervised Learning | —Unverified | 0 |
| Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions | Oct 7, 2021 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports | Oct 7, 2021 | ClassificationSentence | CodeCode Available | 0 |
| A Logic-Based Framework for Natural Language Inference in Dutch | Oct 7, 2021 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Beam Search with Bidirectional Strategies for Neural Response Generation | Oct 7, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| LIDSNet: A Lightweight on-device Intent Detection model using Deep Siamese Network | Oct 6, 2021 | Intent DetectionNatural Language Understanding | —Unverified | 0 |
| Emphasis control for parallel neural TTS | Oct 6, 2021 | Sentencetext-to-speech | —Unverified | 0 |
| On Neurons Invariant to Sentence Structural Changes in Neural Machine Translation | Oct 6, 2021 | Machine TranslationSentence | CodeCode Available | 0 |
| Is An Image Worth Five Sentences? A New Look into Semantics for Image-Text Matching | Oct 6, 2021 | Image CaptioningImage-text matching | —Unverified | 0 |
| Sequence-to-Sequence Lexical Normalization with Multilingual Transformers | Oct 6, 2021 | Lexical NormalizationMachine Translation | —Unverified | 0 |
| Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings | Oct 5, 2021 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| Co-training an Unsupervised Constituency Parser with Weak Supervision | Oct 5, 2021 | Constituency Grammar InductionInductive Bias | CodeCode Available | 0 |
| On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation | Oct 5, 2021 | DecoderMachine Translation | CodeCode Available | 1 |
| Emoji Prediction from Twitter Data using Deep Learning Approach | Oct 4, 2021 | Deep LearningMulti-class Classification | CodeCode Available | 1 |
| Leveraging Information Bottleneck for Scientific Document Summarization | Oct 4, 2021 | Document SummarizationLanguage Modeling | —Unverified | 0 |
| A Proposed Conceptual Framework for a Representational Approach to Information Retrieval | Oct 4, 2021 | Information RetrievalRetrieval | —Unverified | 0 |
| Contextualized Semantic Distance between Highly Overlapped Texts | Oct 4, 2021 | Domain AdaptationLanguage Modeling | CodeCode Available | 0 |
| Towards Theme Detection in Personal Finance Questions | Oct 4, 2021 | Semantic ParsingSentence | —Unverified | 0 |
| LawSum: A weakly supervised approach for Indian Legal Document Summarization | Oct 4, 2021 | Document SummarizationLegal Document Summarization | —Unverified | 0 |
| TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts | Oct 4, 2021 | Extreme SummarizationSentence | CodeCode Available | 1 |
| Revisiting Self-Training for Few-Shot Learning of Language Model | Oct 4, 2021 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 |
| Learning Structural Representations for Recipe Generation and Food Retrieval | Oct 4, 2021 | Cross-Modal RetrievalImage Captioning | —Unverified | 0 |
| Adversarial Examples Generation for Reducing Implicit Gender Bias in Pre-trained Models | Oct 3, 2021 | Data AugmentationSentence | —Unverified | 0 |
| Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences | Oct 2, 2021 | ClusteringSentence | CodeCode Available | 0 |